Proceedings of the Tenth Workshop on Algorithm Engineering and Experiments and the Fifth Workshop on Analytic Algorithmics and Combinatorics
Author: Ian Munro
Publisher:
Published: 2008
Total Pages: 278
ISBN-13:
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Proceedings of the Fifth SIAM International Conference on Data Mining
Author: Hillol Kargupta
Publisher: SIAM
Published: 2005-04-01
Total Pages: 670
ISBN-13: 9780898715934
DOWNLOAD EBOOKThe Fifth SIAM International Conference on Data Mining continues the tradition of providing an open forum for the presentation and discussion of innovative algorithms as well as novel applications of data mining. Advances in information technology and data collection methods have led to the availability of large data sets in commercial enterprises and in a wide variety of scientific and engineering disciplines. The field of data mining draws upon extensive work in areas such as statistics, machine learning, pattern recognition, databases, and high performance computing to discover interesting and previously unknown information in data. This conference results in data mining, including applications, algorithms, software, and systems.
Proceedings of the Eighth Workshop on Algorithm Engineering and Experiments and the Third Workshop on Analytic Algorithmics and Combinatorics
Author: Rajeev Raman
Publisher: SIAM
Published: 2006-01-01
Total Pages: 298
ISBN-13: 9780898716108
DOWNLOAD EBOOKThe annual Workshop on Algorithm Engineering and Experiments (ALENEX) provides a forum for the presentation of original research in all aspects of algorithm engineering, including the implementation and experimental evaluation of algorithms and data structures. The workshop was sponsored by SIAM, the Society for Industrial and Applied Mathematics, and SIGACT, the ACM Special Interest Group on Algorithms and Computation Theory. The aim of ANALCO is to provide a forum for the presentation of original research in the analysis of algorithms and associated combinatorial structures.
Proceedings of the Fourth SIAM International Conference on Data Mining
Author: Michael W. Berry
Publisher: SIAM
Published: 2004-01-01
Total Pages: 556
ISBN-13: 9780898715682
DOWNLOAD EBOOKThe Fourth SIAM International Conference on Data Mining continues the tradition of providing an open forum for the presentation and discussion of innovative algorithms as well as novel applications of data mining. This is reflected in the talks by the four keynote speakers who discuss data usability issues in systems for data mining in science and engineering, issues raised by new technologies that generate biological data, ways to find complex structured patterns in linked data, and advances in Bayesian inference techniques. This proceedings includes 61 research papers.
Proceedings of the Sixth Workshop on Algorithm Engineering and Experiments and the First Workshop on Analytic Algorithmics and Combinatorics
Author: ACM Special Interest Group for Algorithms and Computation Theory
Publisher: Siam Proceedings in Applied Ma
Published: 2004
Total Pages: 250
ISBN-13:
DOWNLOAD EBOOKThe aim of the annual ALENEX workshop is to provide a forum for the presentation of original research in the implementation and experimental evaluation of algorithms and data structures. This research presents significant studies in experimental analysis or in the implementation, testing, and evaluation of algorithms for realistic environments and scenarios. The paper presentations address specific applied areas that present unique challenges in their underlying algorithmic problems as well as methodological issues and standards in the context of empirical research on algorithms and data structures. analysis of algorithms and associated combinatorial structures. The papers study properties of fundamental combinatorial structures that arise in practical computational applications (such as permutations, trees, strings, tries, and graphs) and address the precise analysis of algorithms for processing such structures, including average-case analysis; analysis of moments, extrema, and distributions; and probabilistic analysis of randomized algorithms. This proceedings collects extended versions of the 14 papers that were selected for presentation from the ALENEX workshop and 10 papers selected for presentation from the ANALCO workshop.
Proceedings of the Seventh Workshop on Algorithm Engineering and Experiments and the Second Workshop on Analytic Algorithmics and Combinatorics
Author: Camil Demetrescu
Publisher: Siam Proceedings in Applied Ma
Published: 2005
Total Pages: 292
ISBN-13:
DOWNLOAD EBOOKPresents the aim of the annual ALENEX workshop, which is to provide a forum for the presentation of original research in the implementation and experimental evaluation of algorithms and data structures.
Proceedings of the Sixth SIAM International Conference on Data Mining
Author: Joydeep Ghosh
Publisher: SIAM
Published: 2006-04-01
Total Pages: 662
ISBN-13: 9780898716115
DOWNLOAD EBOOKThe Sixth SIAM International Conference on Data Mining continues the tradition of presenting approaches, tools, and systems for data mining in fields such as science, engineering, industrial processes, healthcare, and medicine. The datasets in these fields are large, complex, and often noisy. Extracting knowledge requires the use of sophisticated, high-performance, and principled analysis techniques and algorithms, based on sound statistical foundations. These techniques in turn require powerful visualization technologies; implementations that must be carefully tuned for performance; software systems that are usable by scientists, engineers, and physicians as well as researchers; and infrastructures that support them.
Proceedings of the Ninth Workshop on Algorithm Engineering and Experiments and the Fourth Workshop on Analytic Algorithms and Combinatorics
Author: David Applegate
Publisher: Society for Industrial and Applied Mathematics (SIAM)
Published: 2007
Total Pages: 306
ISBN-13:
DOWNLOAD EBOOKProceedings of the Seventh SIAM International Conference on Data Mining
Mathematics for Industry
Author: David R. Ferguson
Publisher: SIAM
Published: 2005-01-01
Total Pages: 260
ISBN-13: 9780898715989
DOWNLOAD EBOOKThe papers were elicited primarily from Mathematics for Industry: Challenges and Frontiers, a conference sponsored by SIAM in October, 2003.
Proceedings of the Seventh SIAM International Conference on Data Mining
Author: Chid Apte
Publisher: Proceedings in Applied Mathema
Published: 2007
Total Pages: 674
ISBN-13:
DOWNLOAD EBOOKThe Seventh SIAM International Conference on Data Mining (SDM 2007) continues a series of conferences whose focus is the theory and application of data mining to complex datasets in science, engineering, biomedicine, and the social sciences. These datasets challenge our abilities to analyze them because they are large and often noisy. Sophisticated, highperformance, and principled analysis techniques and algorithms, based on sound statistical foundations, are required. Visualization is often critically important; tuning for performance is a significant challenge; and the appropriate levels of abstraction to allow end-users to exploit sophisticated techniques and understand clearly both the constraints and interpretation of results are still something of an open question.
